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* Add key events file * Fix ordering of events * Remove unbalanced multiclass from key events
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| # Table/List of key modifications of LightGBM | ||
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| The list includes the commits where the major feature added is considered working with the least amount of flaws. This is useful if you are trying to get a specific commit, such as the first properly working commit for categorical support. | ||
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| ## Modification Table | ||
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| | Date | Commit | Type | Description | | ||
| | --- | --- | --- | --- | | ||
| | 18/04/2017 | [7339ed6](https://github.com/Microsoft/LightGBM/pull/426) | Feature | Whitespaces Removed from Features support (Pull Request 426) | ||
| | 14/04/2017 | [9224a9d](https://github.com/Microsoft/LightGBM/pull/415) | Release | GPU support (Pull Request 415)<br>With original ([0bb4a82](https://github.com/Microsoft/LightGBM/pull/368) on 09/04/2017, Pull Request 368) | ||
| | 13/04/2017 | [ab55910](https://github.com/Microsoft/LightGBM/pull/404) | Feature | Speed Improvements for Prediction (Pull Request 404) | ||
| | 06/04/2017 | [bfb0217](https://github.com/Microsoft/LightGBM/pull/383) | Feature | Objective Transformations to the Objective (Pull Request 383) | ||
| | 05/04/2017 | [d4c4d9a](https://github.com/Microsoft/LightGBM/pull/381) | Feature | Regression Speed Improvements (Pull Request 381) | ||
| | 03/04/2017 | [b6c973a](https://github.com/Microsoft/LightGBM/pull/378) | Feature | Unloading Memory Fix support for R package (Pull Request 378) | ||
| | 17/03/2017 | [06a915a](https://github.com/Microsoft/LightGBM/pull/347) | Feature | RDS support for R pacakge (Pull Request 347) | ||
| | 10/03/2017 | [b7e5f07](https://github.com/Microsoft/LightGBM/pull/340) | Feature | Support Self-Contained R package (Pull Request 340) | ||
| | 02/03/2017 | [4d6ff28](https://github.com/Microsoft/LightGBM/pull/330) | Feature | Feature Contribution Plot for R package (Pull Request 330) | ||
| | 01/03/2017 | [166421e](https://github.com/Microsoft/LightGBM/pull/328) | Feature | Feature Importance Plot for R package (Pull Request 328) | ||
| | 27/02/2017 | [fddb52f](https://github.com/Microsoft/LightGBM/pull/323) | Feature | Feature Contribution for R package (Pull Request 323) | ||
| | 20/02/2017 | [10212b5](https://github.com/Microsoft/LightGBM/pull/300) | Release | v2 (Pull Request 300) | ||
| | 12/02/2017 | [ea6bc0a](https://github.com/Microsoft/LightGBM/pull/290) | Release | v1 (Pull Request 290) | ||
| | 02/02/2017 | [8c8ed6c](https://github.com/Microsoft/LightGBM/pull/275) | Feature | Docker support (Pull Request 275) | ||
| | 30/01/2017 | [4f3e9d8](https://github.com/Microsoft/LightGBM/pull/270) | Feature | Poisson Objective support (Pull Request 270) | ||
| | 28/01/2017 | [5856554](https://github.com/Microsoft/LightGBM/pull/266) | Feature | Plot Metric support for Python package (Pull Request 266) | ||
| | 25/01/2017 | [8980fc7](https://github.com/Microsoft/LightGBM/pull/262) | Feature | Plot Tree support for Python package (Pull Request 262)<br>With original ([fafbcb3](https://github.com/Microsoft/LightGBM/pull/258) on 25/01/2017, Pull Request 258) | ||
| | 20/01/2017 | [abaefb5](https://github.com/Microsoft/LightGBM/pull/237) | Feature | Feature Importance Plot for Python package (Pull Request 237) | ||
| | 16/01/2017 | [a2ae838](https://github.com/Microsoft/LightGBM/pull/229) | Feature | Categorical Feature support for R package (Pull Request 229) | ||
| | 16/01/2017 | [57d5527](https://github.com/Microsoft/LightGBM/pull/218) | Feature | Pandas Categorical support for Python package (Pull Request 193)<br>With original ([a2ae838](https://github.com/Microsoft/LightGBM/pull/193) on 12/01/2017, Pull Request 193) | ||
| | 10/01/2017 | [fb732c3](https://github.com/Microsoft/LightGBM/pull/180) | Feature | Fair Loss Objective support (Pull Request 180) | ||
| | 09/01/2017 | [27d3eb3](https://github.com/Microsoft/LightGBM/pull/178) | Feature | Huber Loss Objective support (Pull Request 178)<br>With original ([a87af87](https://github.com/Microsoft/LightGBM/pull/174) on 09/01/2017, Pull Request 174) | ||
| | 09/01/2017 | [9b2558d](https://github.com/Microsoft/LightGBM/pull/177) | Feature | devtools R Installation support (Pull Request 177) | ||
| | 09/01/2017 | [6219df7](https://github.com/Microsoft/LightGBM/pull/175) | Feature | L1 Loss Objective support (Pull Request 175) | ||
| | 08/01/2017 | [551d59c](https://github.com/Microsoft/LightGBM/pull/168) | Release | R support (Pull Request 168) | ||
| | 05/01/2017 | [96d08f4](https://github.com/Microsoft/LightGBM/pull/153) | Feature | PMML support (Pull Request 153) | ||
| | 01/01/2017 | [a034cee](https://github.com/Microsoft/LightGBM/pull/151) | Feature | Pickle support for Python package (Pull Request 151) | ||
| | 26/12/2016 | [96cba41](https://github.com/Microsoft/LightGBM/pull/139) | Parameter | DART xgboost support (Pull Request 139) | ||
| | 19/12/2016 | [99b483d](https://github.com/Microsoft/LightGBM/pull/133) | Parameter | Learning Rate in DART support (Pull Request 133) | ||
| | 01/12/2016 | [16d1853](https://github.com/Microsoft/LightGBM/pull/94) | Release | Python support (Pull Request 94) | ||
| | 11/11/2016 | [98be7e3](https://github.com/Microsoft/LightGBM/pull/67) | Feature | DART booster support (Pull Request 67) | ||
| | 08/11/2016 | [785398a](https://github.com/Microsoft/LightGBM/pull/69) | Parameter | L1 Regularization, L2 Regularization, Minimum Gain to Split support (Pull Request 69) | ||
| | 05/11/2016 | [1466f90](https://github.com/Microsoft/LightGBM/pull/108) | Release | Categorical Feature support (Pull Request 108) | ||
| | 01/11/2016 | [aa796a8](https://github.com/Microsoft/LightGBM/pull/53) | Feature | Multiclass classification support (Pull Request 53) | ||
| | 28/10/2016 | [c45d1d9](https://github.com/Microsoft/LightGBM/pull/42) | Feature | Feature Importance support (Pull Request 42) | ||
| | 25/10/2016 | [a6a75fe](https://github.com/Microsoft/LightGBM/pull/35) | Parameter | Maximum Depth support (Pull Request 35) | ||
| | 24/10/2016 | [9fe0dea](https://github.com/Microsoft/LightGBM/pull/30) | Parameter | Leaf Index Prediction support (Pull Request 30) | ||
| | 21/10/2016 | [7aaba32](https://github.com/Microsoft/LightGBM/pull/27) | Parameter | Early Stopping support (Pull Request 27)<br>With original ([7d4b6d4](https://github.com/Microsoft/LightGBM/pull/21) on 20/10/2017, Pull Request 21) | ||
| | 17/10/2016 | [65ddd85](https://github.com/guFalcon/LightGBM/commit/65ddd852d8d160d86080c45512bd435d15837927) | Release | LightGBM compilable (Commit) | ||
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| ## Modification List | ||
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| * 18/04/2017 ([Microsoft/LightGBM@7339ed6](https://github.com/Microsoft/LightGBM/pull/426)): Feature: Whitespaces Removed from Features support (Pull Request 426) | ||
| * 14/04/2017 ([Microsoft/LightGBM@9224a9d](https://github.com/Microsoft/LightGBM/pull/415)): Release: GPU support (Pull Request 415) with original ([Microsoft/LightGBM@0bb4a82](https://github.com/Microsoft/LightGBM/pull/368) on 09/04/2017, Pull Request 368) | ||
| * 13/04/2017 ([Microsoft/LightGBM@ab55910](https://github.com/Microsoft/LightGBM/pull/404)): Feature: Speed Improvements for Prediction (Pull Request 404) | ||
| * 06/04/2017 ([Microsoft/LightGBM@bfb0217](https://github.com/Microsoft/LightGBM/pull/383)): Feature: Objective Transformations to the Objective (Pull Request 383) | ||
| * 05/04/2017 ([Microsoft/LightGBM@d4c4d9a](https://github.com/Microsoft/LightGBM/pull/381)): Feature: Regression Speed Improvements (Pull Request 381) | ||
| * 03/04/2017 ([Microsoft/LightGBM@b6c973a](https://github.com/Microsoft/LightGBM/pull/378)): Feature: Unloading Memory Fix support for R package (Pull Request 378) | ||
| * 17/03/2017 ([Microsoft/LightGBM@06a915a](https://github.com/Microsoft/LightGBM/pull/347)): Feature: RDS support for R pacakge (Pull Request 347) | ||
| * 10/03/2017 ([Microsoft/LightGBM@b7e5f07](https://github.com/Microsoft/LightGBM/pull/340)): Feature: Support Self-Contained R package (Pull Request 340) | ||
| * 02/03/2017 ([Microsoft/LightGBM@4d6ff28](https://github.com/Microsoft/LightGBM/pull/330)): Feature: Feature Contribution Plot for R package (Pull Request 330) | ||
| * 01/03/2017 ([Microsoft/LightGBM@166421e](https://github.com/Microsoft/LightGBM/pull/328)): Feature: Feature Importance Plot for R package (Pull Request 328) | ||
| * 27/02/2017 ([Microsoft/LightGBM@fddb52f](https://github.com/Microsoft/LightGBM/pull/323)): Feature: Feature Contribution for R package (Pull Request 323) | ||
| * 20/02/2017 ([Microsoft/LightGBM@10212b5](https://github.com/Microsoft/LightGBM/pull/300)): Release: v2 (Pull Request 300) | ||
| * 12/02/2017 ([Microsoft/LightGBM@ea6bc0a](https://github.com/Microsoft/LightGBM/pull/290)): Release: v1 (Pull Request 290) | ||
| * 02/02/2017 ([Microsoft/LightGBM@8c8ed6c](https://github.com/Microsoft/LightGBM/pull/275)): Feature: Docker support (Pull Request 275) | ||
| * 30/01/2017 ([Microsoft/LightGBM@4f3e9d8](https://github.com/Microsoft/LightGBM/pull/270)): Feature: Poisson Objective support (Pull Request 270) | ||
| * 28/01/2017 ([Microsoft/LightGBM@5856554](https://github.com/Microsoft/LightGBM/pull/266)): Feature: Plot Metric support for Python package (Pull Request 266) | ||
| * 25/01/2017 ([Microsoft/LightGBM@8980fc7](https://github.com/Microsoft/LightGBM/pull/262)): Feature: Plot Tree support for Python package (Pull Request 262) with original ([Microsoft/LightGBM@fafbcb3](https://github.com/Microsoft/LightGBM/pull/258) on 25/01/2017, Pull Request 258) | ||
| * 20/01/2017 ([Microsoft/LightGBM@abaefb5](https://github.com/Microsoft/LightGBM/pull/237)): Feature: Feature Importance Plot for Python package (Pull Request 237) | ||
| * 16/01/2017 ([Microsoft/LightGBM@a2ae838](https://github.com/Microsoft/LightGBM/pull/229)): Feature: Categorical Feature support for R package (Pull Request 229) | ||
| * 16/01/2017 ([Microsoft/LightGBM@57d5527](https://github.com/Microsoft/LightGBM/pull/218)): Feature: Pandas Categorical support for Python package (Pull Request 193) with original ([Microsoft/LightGBM@a2ae838](https://github.com/Microsoft/LightGBM/pull/193) on 12/01/2017, Pull Request 193) | ||
| * 10/01/2017 ([Microsoft/LightGBM@fb732c3](https://github.com/Microsoft/LightGBM/pull/180)): Feature: Fair Loss Objective support (Pull Request 180) | ||
| * 09/01/2017 ([Microsoft/LightGBM@27d3eb3](https://github.com/Microsoft/LightGBM/pull/178)): Feature: Huber Loss Objective support (Pull Request 178) with original ([Microsoft/LightGBM@a87af87](https://github.com/Microsoft/LightGBM/pull/174) on 09/01/2017, Pull Request 174) | ||
| * 09/01/2017 ([Microsoft/LightGBM@9b2558d](https://github.com/Microsoft/LightGBM/pull/177)): Feature: devtools R Installation support (Pull Request 177) | ||
| * 09/01/2017 ([Microsoft/LightGBM@6219df7](https://github.com/Microsoft/LightGBM/pull/175)): Feature: L1 Loss Objective support (Pull Request 175) | ||
| * 08/01/2017 ([Microsoft/LightGBM@551d59c](https://github.com/Microsoft/LightGBM/pull/168)): Release: R support (Pull Request 168) | ||
| * 05/01/2017 ([Microsoft/LightGBM@96d08f4](https://github.com/Microsoft/LightGBM/pull/153)): Feature: PMML support (Pull Request 153) | ||
| * 01/01/2017 ([Microsoft/LightGBM@a034cee](https://github.com/Microsoft/LightGBM/pull/151)): Feature: Pickle support for Python package (Pull Request 151) | ||
| * 26/12/2016 ([Microsoft/LightGBM@96cba41](https://github.com/Microsoft/LightGBM/pull/139)): Parameter: DART xgboost support (Pull Request 139) | ||
| * 19/12/2016 ([Microsoft/LightGBM@99b483d](https://github.com/Microsoft/LightGBM/pull/133)): Parameter: Learning Rate in DART support (Pull Request 133) | ||
| * 01/12/2016 ([Microsoft/LightGBM@16d1853](https://github.com/Microsoft/LightGBM/pull/94)): Release: Python support (Pull Request 94) | ||
| * 11/11/2016 ([Microsoft/LightGBM@98be7e3](https://github.com/Microsoft/LightGBM/pull/67)): Feature: DART booster support (Pull Request 67) | ||
| * 08/11/2016 ([Microsoft/LightGBM@785398a](https://github.com/Microsoft/LightGBM/pull/69)): Parameter: L1 Regularization, L2 Regularization, Minimum Gain to Split support (Pull Request 69) | ||
| * 05/11/2016 ([Microsoft/LightGBM@1466f90](https://github.com/Microsoft/LightGBM/pull/108)): Release: Categorical Feature support (Pull Request 108) | ||
| * 01/11/2016 ([Microsoft/LightGBM@aa796a8](https://github.com/Microsoft/LightGBM/pull/53)): Feature: Multiclass classification support (Pull Request 53) | ||
| * 28/10/2016 ([Microsoft/LightGBM@c45d1d9](https://github.com/Microsoft/LightGBM/pull/42)): Feature: Feature Importance support (Pull Request 42) | ||
| * 25/10/2016 ([Microsoft/LightGBM@a6a75fe](https://github.com/Microsoft/LightGBM/pull/35)): Parameter: Maximum Depth support (Pull Request 35) | ||
| * 24/10/2016 ([Microsoft/LightGBM@9fe0dea](https://github.com/Microsoft/LightGBM/pull/30)): Parameter: Leaf Index Prediction support (Pull Request 30) | ||
| * 21/10/2016 ([Microsoft/LightGBM@7aaba32](https://github.com/Microsoft/LightGBM/pull/27)): Parameter: Early Stopping support (Pull Request 27) with original ([Microsoft/LightGBM@7d4b6d4](https://github.com/Microsoft/LightGBM/pull/21) on 20/10/2017, Pull Request 21) | ||
| * 17/10/2016 ([Microsoft/LightGBM@65ddd85](https://github.com/guFalcon/LightGBM/commit/65ddd852d8d160d86080c45512bd435d15837927)): Release: LightGBM compilable (Commit) |